{"id":"W4410443494","doi":"10.1016/j.revmed.2025.03.015","title":"Une signature interféron de type I distingue les phénotypes de vascularite à ANCA et prédit le pronostic rénal","year":2025,"lang":"fr","type":"article","venue":"La Revue de Médecine Interne","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill Genome Centre","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008095523,0.0003919548,0.0005972741,0.0002238896,0.0001435774,0.0001021741,0.0003387262,0.0007110469,0.0005248645],"category_scores_gemma":[0.001353089,0.0003842383,0.0003588953,0.0006067351,0.0002584502,0.0001115817,0.0001683092,0.001800526,0.0001112546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000532419,"about_ca_system_score_gemma":0.0007336112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0029343,"about_ca_topic_score_gemma":0.0009901631,"domain_scores_codex":[0.9975237,0.0004832495,0.0005495651,0.0005233921,0.0001601395,0.0007599024],"domain_scores_gemma":[0.9983599,0.0004895339,0.0001510587,0.0005095861,0.000217725,0.0002721619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001158679,0.005350624,0.256606,0.008571419,0.007779153,0.006905477,0.00897941,0.005830724,0.05018608,0.409568,0.1082096,0.1308548],"study_design_scores_gemma":[0.01155589,0.001402552,0.5893019,0.04586268,0.004267255,0.003617049,0.001216217,0.02209589,0.007698928,0.02327975,0.288485,0.001216898],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6074801,0.1024547,0.1074487,0.1297996,0.004906724,0.001288213,0.0001962775,0.0003739387,0.04605177],"genre_scores_gemma":[0.9359326,0.00146234,0.002029045,0.001112626,0.001231598,0.00004843664,0.0002252629,0.00007281345,0.05788533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3862883,"threshold_uncertainty_score":0.9998609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008128182605495816,"score_gpt":0.2766119705354124,"score_spread":0.2684837879299166,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}